Jorge Miguel Carvalho Gomes
Verified Expert in Engineering
Artificial Intelligence (AI) Developer
Along with earning a Ph.D. in AI, Jorge在该领域工作了十多年,在顶级期刊和国际会议上发表了30多篇科学论文,并获得了多项学术和科学奖项. His recent professional experience includes working as CTO for an AI startup; as Chief Data Scientist at an IoT startup; as a Python and AI game developer; and as an assistant professor and scientific researcher at the University of Lisbon.
Portfolio
Experience
Availability
Preferred Environment
GitHub, PyCharm, Linux, Python 3, TensorFlow, Jupyter Notebook, Google Cloud
The most amazing...
...我所做的项目是概念化、原型化并领导《欧博体育app下载》的开发.ai,全球首个ai辅助游戏创意和研究平台.
Work Experience
Chief Data Scientist
Sonodot
- 构建了一个基于Apache Kafka的平台,用于从物联网设备中摄取大量数据.
- 构建了传感器数据的实时清洗和预处理流水线, based on Asyncio, NumPy, and Apache Kafka.
- 为按需和实时分析和可视化开发web api, based on Python, Pandas, and Plotly.
- 为传感器数据的时间序列开发机器学习应用程序, for instance, 基于深度神经网络的活动检测与轨迹分类.
- 开发仿真模型和优化引擎.
- 管理开发团队,制定软件和产品开发的战略计划.
Assistant Professor
University of Lisbon
- Taught Programming I & II (Python),算法和数据结构(Java),计算理论.
- Developed pedagogical materials.
- Mentored undergraduate and postgraduate students.
- 准备和建立项目提案和科学合作.
- 准备了一份关于马尔可夫链模型和机器学习的项目提案,获得了250欧元的奖励,000 in funding.
Doctoral and Postdoctoral Researcher
Instituto de Telecomunicações
- Developed my Ph.D. 关于进化计算、自主代理和神经网络的论文.
- 在R中实现了大量科学数据的统计分析和可视化.
- 使用无监督机器学习从大量高维数据中提取知识.
- 为自主代理和神经网络的训练开发了新的算法.
- 为支持基于神经的自主代理控制器的进化,构建了一个基于代理的模拟器, in Java.
- 运行高性能计算(HPC)实验,包括Google Cloud和Sun Grid Engine.
- 在该领域的顶级会议和期刊上撰写并发表了20多篇科学论文, four of which were nominated for best paper awards.
Co-founder
Ocean Swarm
- 从事机器人测试、编程和开发工作.
- 进行市场调查并制定商业计划.
- 为欧盟委员会的H2020呼吁准备了两份研究提案.
Invited Teaching Assistant
University of Lisbon
- 教授计算机系统体系结构(汇编和硬件体系结构)和编程实验(Java编程入门)课程。.
Research Assistant
LabMag
- 在人工智能项目中担任研究助理.
Experience
Evolution of Repertoires of Behaviors
Publications:
• Two international journal papers
• Three international conference papers
异构多智能体系统协同进化的新方法
Published Papers:
• Three international journals
• Nine international conferences
• Three international workshops
用于海上任务的水上无人机控制(CORATAM)
http://biomachineslab.com/projects/control-of-aquatic-drones-for-maritime-tasks-coratam/Published Papers:
• One international journal
• Two international conferences
• One international workshop
新颖性搜索下的自组织行为演化
Published Papers:
• Two international journals
• Two international conferences
• One international workshop
PREVER -移动劳动力预测和模拟系统
城市归纳:制定、评估和生成城市设计的模型
http://github.com/jorgemcgomes/4cityplanurban intervention zones.
Published Papers:
• One international journal
• Two international conferences
• Two international workshops
Skills
Languages
Python, Java, R, Assembly, OWL, SQL, Python 3
Libraries/APIs
Python Asyncio, Pandas, Ggplot2, PyTorch, NumPy, Scikit-learn, Keras, REST APIs, TensorFlow, Asyncio, Matplotlib
Tools
Plotly, Amazon Elastic Container Service (Amazon ECS), Jira, Git, Google Compute Engine (GCE), PyCharm, GitHub, GeoTools, Amazon CloudWatch
Paradigms
数据科学,看板,敏捷软件开发,单元测试
Platforms
RStudio, Apache Kafka, Linux, Docker, Jupyter Notebook, NetBeans RCP, Amazon EC2
Other
Sensor Data, Artificial Intelligence (AI), Neural Networks, Simulations, Optimization, Machine Learning, Evolutionary Computation, Data Visualization, Research, Internet of Things (IoT), Data Engineering, Computer Vision, Natural Language Processing (NLP), Robotics, Clustering Algorithms, Deep Learning, GPT, Generative Pre-trained Transformers (GPT), Aiohttp, Evolutionary Algorithms, X3D, Cluster Computing
Frameworks
RStudio Shiny, Flask
Storage
Redis, Google Cloud
Education
Ph.D. Degree in Artificial Intelligence
University of Lisbon - Lisbon, Portugal
完成技术商业化强化课程
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计算机科学,人工智能专业硕士学位
University of Lisbon - Lisbon, Portugal
Bachelor's Degree in Computer Science
University of Lisbon - Lisbon, Portugal